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Learning-Temporal-Point-Processes-via-Reinforcement-Learning

ppgen.py --generate temporal point process data

tpp_model_policy_gradient.py -- use policy gradient method to learn the model.

tpp_model_Repara_trick.py -- use reparameterization trick to learn the model (converge faster and stable)

policy_gradient.png -- figure demonstrates the result learned by policy gradient

rapara_trick.png -- figure demonstrates the result learned by reparameterization trick

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